Kai-Hsiang Yang

49 papers A 2B 3C 6Journal 14Unranked 24
YearRankTypeTitle / Venue / Authors
2023 J jnl
RAIRO Theor. Informatics Appl.
Jeffrey O. Shallit, Sonja Linghui Shan, Kai-Hsiang Yang
2023 J jnl
Interact. Learn. Environ.
Kai-Hsiang Yang, Hsiao-Hua Chen
2022 J jnl
CoRR
Jeffrey O. Shallit, Sonja Linghui Shan, Kai-Hsiang Yang
2021 J jnl
Comput. Educ.
Kai-Hsiang Yang, Bou-Chuan Lu
2019 conf
IIAI-AAI
Yi-Ting Gau, Kai-Hsiang Yang
2019 conf
IIAI-AAI
Kai-Hsiang Yang, Hui-ying Lin
2019 conf
IIAI-AAI
Wen-Ping Ku, Kai-Hsiang Yang, Wan Ling Chang
2018 J jnl
IEEE Trans. Netw. Sci. Eng.
Cheng-Shang Chang, Po-Tai Cheng, Duan-Shin Lee, Kai-Hsiang Yang
2018 J jnl
J. Educ. Technol. Soc.
Kai-Hsiang Yang, Hui-Chun Chu, Li-Yu Chiang
2018 conf
IIAI-AAI
Yi-Chiao Hsieh, Hui-Chun Chu, Kai-Hsiang Yang
2017 C conf
ICCE
Kai-Hsiang Yang, Hsiao-Hua Chen, Bou-Chuan Lu
2017 J jnl
Int. J. Distance Educ. Technol.
Fon-Chu Kuo, Jun-Ming Chen, Hui-Chun Chu, Kai-Hsiang Yang, Yi-Hsuan Chen
2017 J jnl
Interact. Learn. Environ.
Kai-Hsiang Yang
2017 C conf
ICCE
Kai-Hsiang Yang, Chin-Yen Lu, Bou-Chuan Lu
2016 J jnl
Int. J. Mob. Learn. Organisation
Hui-Chun Chu, Jun-Ming Chen, Kai-Hsiang Yang, Chia-Wei Lin
2016 conf
IIAI-AAI
Kai-Hsiang Yang, Jhen-Yuan Chen, Bou-Chuan Lu
2015 C conf
ICCE
Kai-Hsiang Yang, Shan-Shan Wu, Wen-Yu Lo
2015 J jnl
Interact. Learn. Environ.
Hui-Chun Chu, Kai-Hsiang Yang, Jing-Hong Chen
2015 conf
IIAI-AAI
Shang-Juang Wu, Hui-Chun Chu, Kai-Hsiang Yang
2015 conf
IIAI-AAI
Kai-Hsiang Yang, Bou-Chuan Lu, Hui-Chun Chu, Jhen-Yuan Chen
2015 C conf
ICCE
Jun-Ming Chen, Hui-Chun Chu, Kai-Hsiang Yang, Fon-Chu Kuo
2015 conf
IIAI-AAI
Kai-Hsiang Yang, Wen-Yu Lo, Shan-Shan Wu, Wan Ling Chang
2015 conf
IIAI-AAI
Kai-Jen Yang, Hui-Chun Chu, Kai-Hsiang Yang
2014 conf
WI-IAT (2)
Chen-Tao Chuang, Kai-Hsiang Yang, Yu-Li Lin, Jenq-Haur Wang
2014 J jnl
Comput. Educ.
Kai-Hsiang Yang
2014 conf
ICDIM
Kai-Hsiang Yang, Yu-Li Lin, Chen-Tao Chuang
2012 B conf
GLOBECOM
Chin-Fu Ku, Kai-Hsiang Yang, Jan-Ming Ho
2012 J jnl
IEEE Trans. Knowl. Data Eng.
Chien-Chih Chen, Kai-Hsiang Yang, Chuen-Liang Chen, Jan-Ming Ho
2012 conf
APSIPA
Kai-Hsiang Yang, Hsueh-Ming Hang
2011 conf
Web Intelligence/IAT Workshops
Kai-Hsiang Yang, Yi Hsuan Wu
2011 conf
AMT
Ming-Jui Huang, Cheng-Tao Chuang, Kai-Hsiang Yang, Cheng-Yuan Liou
2010 C conf
ISCAS
Jyu-Yuan Lai, Tzu-Yu Hung, Kai-Hsiang Yang, Chih-Tsun Huang
2010 conf
Web Intelligence
Kai-Hsiang Yang, Jan-Ming Ho
2009 conf
Web Intelligence
Kai-Hsiang Yang, Tai-Liang Kuo, Hahn-Ming Lee, Jan-Ming Ho
2009 B conf
GLOBECOM
Chi-Jen Wu, Cheng-Ying Li, Kai-Hsiang Yang, Jan-Ming Ho, Ming-Syan Chen
2008 conf
ECDL
Kai-Hsiang Yang, Hsin-Tsung Peng, Jian-Yi Jiang, Hahn-Ming Lee, Jan-Ming Ho
2008 conf
AINA Workshops
Chien-Chih Chen, Kai-Hsiang Yang, Hung-Yu Kao, Jan-Ming Ho
2008 B conf
SMC
Kai-Hsiang Yang, Chun-Yu Chen, Hahn-Ming Lee, Jan-Ming Ho
2007 conf
Web Intelligence/IAT Workshops
Kai-Hsiang Yang, Wei-Da Chen, Hahn-Ming Lee, Jan-Ming Ho
2007 conf
Web Intelligence
Kai-Hsiang Yang, Jen-Ming Chung, Jan-Ming Ho
2007 J jnl
IEICE Trans. Commun.
Kai-Hsiang Yang, Jan-Ming Ho
2007 conf
AINTEC
Kai-Hsiang Yang, Jan-Ming Ho
2006 C conf
ISCC
Chi-Jen Wu, Kai-Hsiang Yang, Jan-Ming Ho
2006 J jnl
IEICE Trans. Commun.
Kai-Hsiang Yang, Chi-Jen Wu, Jan-Ming Ho
2006 conf
Web Intelligence
Kai-Hsiang Yang, Jan-Ming Ho
2006 conf
Web Intelligence
Kai-Hsiang Yang, Kun-Yan Chiou, Hahn-Ming Lee, Jan-Ming Ho
2004 conf
EEE
Chi-Chien Pan, Kai-Hsiang Yang, Tzao-Lin Lee
2003 A conf
IPDPS
Kai-Hsiang Yang, Chi-Chien Pan, Tzao-Lin Lee
2002 A conf
IPDPS
Chi-Chien Pan, Kai-Hsiang Yang, Tzao-Lin Lee
tests/integration/test_base_extractor.py
← Index tests/integration/test_base_extractor.py python
"""
Integration tests for the base Extractor class.
"""
import pytest
import hashlib
import math
from unittest.mock import Mock, patch, MagicMock
from collections import Counter

pytestmark = [pytest.mark.integration]


class TestExtractorStaticMethods:
    """Tests for static methods in Extractor class."""

    def test_process_binary_string_printable(self):
        """Test processing a printable binary string."""
        from redb.extractors.extractor import Extractor

        # Test with printable ASCII characters
        input_bytes = b"Hello World\x00\x00\x00"
        result = Extractor.process_binary_string(input_bytes)
        assert result == "Hello World"

    def test_process_binary_string_non_printable(self):
        """Test processing a string with non-printable characters."""
        from redb.extractors.extractor import Extractor

        # Test with non-printable characters
        input_bytes = b"\x01\x02Hello\x00"
        result = Extractor.process_binary_string(input_bytes)
        assert "\\x01" in result
        assert "\\x02" in result
        assert "Hello" in result

    def test_process_binary_string_empty(self):
        """Test processing an empty binary string."""
        from redb.extractors.extractor import Extractor

        input_bytes = b"\x00\x00\x00"
        result = Extractor.process_binary_string(input_bytes)
        assert result == ""

    def test_process_binary_string_all_printable(self):
        """Test processing a fully printable string."""
        from redb.extractors.extractor import Extractor

        input_bytes = b"TestString123"
        result = Extractor.process_binary_string(input_bytes)
        assert result == "TestString123"

    def test_remove_non_utf8_valid(self):
        """Test removing non-UTF8 characters from valid UTF8 string."""
        from redb.extractors.extractor import Extractor

        input_bytes = b"Hello World"
        result = Extractor.remove_non_utf8(input_bytes)
        assert result == b"Hello World"

    def test_remove_non_utf8_with_invalid(self):
        """Test removing non-UTF8 characters from mixed string."""
        from redb.extractors.extractor import Extractor

        # Mix of valid UTF8 and invalid bytes
        input_bytes = b"Hello\xff\xfeWorld"
        result = Extractor.remove_non_utf8(input_bytes)
        # Should remove the invalid bytes
        assert b"\xff" not in result
        assert b"\xfe" not in result
        assert b"Hello" in result
        assert b"World" in result

    def test_remove_non_utf8_empty(self):
        """Test removing non-UTF8 from empty string."""
        from redb.extractors.extractor import Extractor

        result = Extractor.remove_non_utf8(b"")
        assert result == b""


class TestExtractorEntropyCalculation:
    """Tests for entropy calculation in Extractor class."""

    def test_calculate_entropy_empty_data(self, elf_binary_path, mock_logger):
        """Test entropy calculation with empty data."""
        from redb.extractors.basicproperties import BasicPropertiesExtractor

        with patch('redb.settings.ELASTIC_BINARIES_COLLECTION', 'test'):
            extractor = BasicPropertiesExtractor(elf_binary_path, mock_logger)
            result = extractor.calculate_entropy(b"")
            assert result == 0.0

    def test_calculate_entropy_uniform_data(self, elf_binary_path, mock_logger):
        """Test entropy calculation with uniform (low entropy) data."""
        from redb.extractors.basicproperties import BasicPropertiesExtractor

        with patch('redb.settings.ELASTIC_BINARIES_COLLECTION', 'test'):
            extractor = BasicPropertiesExtractor(elf_binary_path, mock_logger)
            # All same bytes = 0 entropy
            uniform_data = b"\x00" * 256
            result = extractor.calculate_entropy(uniform_data)
            assert result == 0.0

    def test_calculate_entropy_random_data(self, elf_binary_path, mock_logger, high_entropy_data):
        """Test entropy calculation with random (high entropy) data."""
        from redb.extractors.basicproperties import BasicPropertiesExtractor

        with patch('redb.settings.ELASTIC_BINARIES_COLLECTION', 'test'):
            extractor = BasicPropertiesExtractor(elf_binary_path, mock_logger)
            result = extractor.calculate_entropy(high_entropy_data)
            # Random data should have entropy close to 8 (max for bytes)
            assert result > 7.0

    def test_calculate_entropy_binary_data(self, elf_binary_path, mock_logger):
        """Test entropy calculation with binary data."""
        from redb.extractors.basicproperties import BasicPropertiesExtractor

        with patch('redb.settings.ELASTIC_BINARIES_COLLECTION', 'test'):
            extractor = BasicPropertiesExtractor(elf_binary_path, mock_logger)
            # Two equally distributed values = 1 bit entropy
            binary_data = b"\x00\x01" * 128
            result = extractor.calculate_entropy(binary_data)
            assert abs(result - 1.0) < 0.01

    def test_calculate_entropy_string_data(self, elf_binary_path, mock_logger):
        """Test entropy calculation with string data."""
        from redb.extractors.basicproperties import BasicPropertiesExtractor

        with patch('redb.settings.ELASTIC_BINARIES_COLLECTION', 'test'):
            extractor = BasicPropertiesExtractor(elf_binary_path, mock_logger)
            # String with two equally distributed characters
            string_data = "ab" * 100
            result = extractor.calculate_entropy(string_data)
            assert abs(result - 1.0) < 0.01


class TestExtractorInitialization:
    """Tests for Extractor initialization."""

    def test_extractor_hashes_computed_on_init(self, elf_binary_path, mock_logger, known_hashes):
        """Test that hashes are computed during initialization."""
        from redb.extractors.basicproperties import BasicPropertiesExtractor

        with patch('redb.settings.ELASTIC_BINARIES_COLLECTION', 'test'):
            extractor = BasicPropertiesExtractor(elf_binary_path, mock_logger)

            assert extractor.md5 == known_hashes['md5']
            assert extractor.sha1 == known_hashes['sha1']
            assert extractor.sha256 == known_hashes['sha256']

    def test_extractor_hash_dataclass_created(self, elf_binary_path, mock_logger, known_hashes):
        """Test that Hash dataclass is created during initialization."""
        from redb.extractors.basicproperties import BasicPropertiesExtractor

        with patch('redb.settings.ELASTIC_BINARIES_COLLECTION', 'test'):
            extractor = BasicPropertiesExtractor(elf_binary_path, mock_logger)

            assert extractor.hash.md5 == known_hashes['md5']
            assert extractor.hash.sha1 == known_hashes['sha1']
            assert extractor.hash.sha256 == known_hashes['sha256']

    def test_extractor_binary_cached_property(self, elf_binary_path, mock_logger, elf_binary_content):
        """Test that binary content is loaded as cached property."""
        from redb.extractors.basicproperties import BasicPropertiesExtractor

        with patch('redb.settings.ELASTIC_BINARIES_COLLECTION', 'test'):
            extractor = BasicPropertiesExtractor(elf_binary_path, mock_logger)

            # Access binary property
            binary = extractor.binary
            assert binary == elf_binary_content

            # Second access should return cached value (same id)
            assert extractor.binary is binary

    def test_extractor_with_exporters(self, elf_binary_path, mock_logger, mock_print_exporter):
        """Test extractor initialization with exporters."""
        from redb.extractors.basicproperties import BasicPropertiesExtractor

        with patch('redb.settings.ELASTIC_BINARIES_COLLECTION', 'test'):
            extractor = BasicPropertiesExtractor(
                elf_binary_path,
                mock_logger,
                exporters=[mock_print_exporter]
            )

            assert len(extractor.exporters) == 1
            assert extractor.exporters[0] is mock_print_exporter

    def test_extractor_with_index_prefix(self, elf_binary_path, mock_logger):
        """Test extractor initialization with custom index prefix."""
        from redb.extractors.basicproperties import BasicPropertiesExtractor

        with patch('redb.settings.ELASTIC_BINARIES_COLLECTION', 'test'):
            extractor = BasicPropertiesExtractor(
                elf_binary_path,
                mock_logger,
                index_prefix="custom_prefix"
            )

            assert "custom_prefix" in extractor.elastic_index

    def test_extractor_known_benign_flag(self, elf_binary_path, mock_logger):
        """Test extractor with known_benign flag."""
        from redb.extractors.basicproperties import BasicPropertiesExtractor

        with patch('redb.settings.ELASTIC_BINARIES_COLLECTION', 'test'):
            extractor = BasicPropertiesExtractor(
                elf_binary_path,
                mock_logger,
                known_benign=True
            )

            assert extractor.known_benign is True
            assert extractor.known_malicious is False

    def test_extractor_known_malicious_flag(self, elf_binary_path, mock_logger):
        """Test extractor with known_malicious flag."""
        from redb.extractors.basicproperties import BasicPropertiesExtractor

        with patch('redb.settings.ELASTIC_BINARIES_COLLECTION', 'test'):
            extractor = BasicPropertiesExtractor(
                elf_binary_path,
                mock_logger,
                known_malicious=True
            )

            assert extractor.known_benign is False
            assert extractor.known_malicious is True


class TestExtractorExportData:
    """Tests for export_data method."""

    def test_export_data_with_print_exporter(self, elf_binary_path, mock_logger, mock_print_exporter, capsys):
        """Test export_data with PrintExporter."""
        from redb.extractors.basicproperties import BasicPropertiesExtractor

        with patch('redb.settings.ELASTIC_BINARIES_COLLECTION', 'test'):
            extractor = BasicPropertiesExtractor(
                elf_binary_path,
                mock_logger,
                exporters=[mock_print_exporter]
            )

            result = extractor.export_data()
            # Should succeed with PrintExporter
            assert result is True

    def test_export_data_no_exporters(self, elf_binary_path, mock_logger):
        """Test export_data with no exporters configured."""
        from redb.extractors.basicproperties import BasicPropertiesExtractor

        with patch('redb.settings.ELASTIC_BINARIES_COLLECTION', 'test'):
            extractor = BasicPropertiesExtractor(
                elf_binary_path,
                mock_logger,
                exporters=[]
            )

            result = extractor.export_data()
            # Should succeed with no exporters (nothing to export)
            assert result is True


class TestExtractorEdgeCases:
    """Tests for edge cases in Extractor class."""

    def test_extractor_with_nonexistent_file(self, mock_logger):
        """Test extractor with non-existent file."""
        from redb.extractors.basicproperties import BasicPropertiesExtractor

        with patch('redb.settings.ELASTIC_BINARIES_COLLECTION', 'test'):
            with pytest.raises(FileNotFoundError):
                BasicPropertiesExtractor("/nonexistent/file.bin", mock_logger)

    def test_entropy_none_data(self, elf_binary_path, mock_logger):
        """Test entropy calculation with None returns 0."""
        from redb.extractors.basicproperties import BasicPropertiesExtractor

        with patch('redb.settings.ELASTIC_BINARIES_COLLECTION', 'test'):
            extractor = BasicPropertiesExtractor(elf_binary_path, mock_logger)
            result = extractor.calculate_entropy(None)
            assert result == 0.0

    def test_process_binary_string_high_bytes(self):
        """Test processing binary string with high byte values."""
        from redb.extractors.extractor import Extractor

        # Characters above 126 are non-printable
        input_bytes = b"\x7f\x80\x81\xff"
        result = Extractor.process_binary_string(input_bytes)
        assert "\\x7f" in result
        assert "\\x80" in result
        assert "\\xff" in result